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A comparison of general and disease-specific machine learning models for the prediction of unplanned hospital readmissions

Unplanned hospital readmissions are a burden to patients and increase healthcare costs. A wide variety of machine learning (ML) models have been suggested to predict unplanned hospital readmissions. These ML models were often specifically trained on patient populations with certain diseases. However...

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Dades bibliogràfiques
Publicat a:J Am Med Inform Assoc
Autors principals: Sutter, Thomas, Roth, Jan A, Chin-Cheong, Kieran, Hug, Balthasar L, Vogt, Julia E
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7973448/
https://ncbi.nlm.nih.gov/pubmed/33338231
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa299
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